What you’ll be doing:· Design non-linear signal combination frameworks, improving upon existing linear and mean-variance approaches.
· Build regime-aware models and conditional signal frameworks based on market states (e.g., volatility, correlations, risk conditions).
· Research, develop, and validate machine learning–based trading signals on intraday and daily data.
· Integrate signals into risk sizing, portfolio construction, and optimization frameworks.
· Work closely with traders and infrastructure teams to transition research into production.